A New Adaptive Strategy for Pruning and Adding Hidden Neurons during Training Artificial Neural Networks.
Md. Monirul IslamMd. Abdus SattarMd. Faijul AminKazuyuki MurasePublished in: IDEAL (2008)
Keyphrases
- hidden neurons
- feedforward neural networks
- training speed
- artificial neural networks
- activation function
- generalization ability
- neural network
- feed forward neural networks
- training process
- back propagation
- hidden layer
- learning rate
- input variables
- training algorithm
- neural network model
- recurrent neural networks
- multi layer perceptron
- search space
- support vector machine
- stochastic gradient descent
- multilayer perceptron
- bp neural network
- feed forward
- extreme learning machine
- levenberg marquardt
- genetic algorithm
- bp network
- network architecture
- neural nets
- supervised learning
- basis functions
- training examples
- learning algorithm
- least squares